param--use_gpt_attention_plugi float16 --enable_context_fmha_fp32_accnot work--use_weight_onlywork--paged_kv_cachenot work and cause memory rise by cases.--tokens_per_block [NUM]4, 18 not work
python3 build.py --use_smooth_quant --per_token --per_channel --use_inflight_batching --paged_kv_cache --remove_input_padding --hf_model_dir /workspace/models/models-hf/Qwen-7B-Chat/ --output_dir qwen-7b-smooth-int8 复制模型文件、修改参数 将cpp下构建的so文件复制到/opt/tritionserver...
修改llm对应的conf/inference*.yml中inferer_args相关参数。注意修改tokenizer_path和gpt_model_path为新路径,更多核心参数见如下: models: -name:trtllm_model...inferer_args:#llm style used to build prompt(chat or function call) and parse generated response for openai interface.#Support llm_style see...
TensorRT-LLM/examples/qwen at main · NVIDIA/TensorRT-LLMgithub.com/NVIDIA/TensorRT-LLM/tree/main/examples/qwen#build-tensorrt-engines 在TensorRT-LLM 的官方例子中推荐量化方式中包括: WO:Weight Only Quantization(int8 / int4) AWQ:Activation Aware Weight Quantization(int4) GPTQ:Generative Pretrain...
trtllm-build --checkpoint_dir /tmp/InternVideo2_5_Chat_8B/tllm_checkpoint/ \ --output_dir /tmp/InternVideo2_5_Chat_8B/trt_engines/ \ --gemm_plugin bfloat16 --max_batch_size 2 --paged_kv_cache enable \ --max_input_len 6144 --max_seq_len 8192 --max_num_tokens 6144 --max_...
rm -rf /tmp/Qwen-VL-Chat/trt_engines/ trtllm-build --checkpoint_dir /tmp/Qwen-VL-Chat/tllm_checkpoint/ \ --output_dir /tmp/Qwen-VL-Chat/trt_engines/ \ --gemm_plugin bfloat16 --max_batch_size 2 --paged_kv_cache enable \ --max_input_len 32768 --max_seq_len 36960 --max_nu...
#构建引擎,注意这里为了24G单卡可以部署,减小了max_batch_size以及max_seq_len等参数 54+ rm -rf /tmp/QwQ-32B-AWQ/trt_engines/ 55+ trtllm-build --checkpoint_dir /tmp/QwQ-32B-AWQ/tllm_checkpoint/ \ 56+ --output_dir /tmp/QwQ-32B-AWQ/trt_engines/ \ ...
# 更新conf/inference.yml软链接为具体的inference*.yml配置文件 rm -f conf/inference.yml ln -s conf/inference_qwen2.5.yml conf/inference.yml # 构建自定义工程docker镜像 docker build -t grps_trtllm_server:1.0.0 -f docker/Dockerfile . # 使用上面构建好的镜像启动docker容器 # 注意挂载/t...
25 + trtllm-build --checkpoint_dir /tmp/QwQ-32B-Preview/tllm_checkpoint/ \ 26 + --output_dir /tmp/QwQ-32B-Preview/trt_engines/ \ 27 + --gemm_plugin bfloat16 --max_batch_size 16 --paged_kv_cache enable --use_paged_context_fmha enable \ 28 + --max_input_len 32256 --...